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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.


Popular Applied Machine Learning Courses and Certifications


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    Exploratorium

    Tinkering Fundamentals: Circuits

    Skills you'll gain: Developing Training Materials, Electronics, Creativity, Design Thinking, Education Software and Technology, Basic Electrical Systems, Driving engagement, Experimentation, Design, Computational Thinking, Creative Design, Construction

    4.7
    Rating, 4.7 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Getting started with Azure IOT Hub

    Skills you'll gain: Microsoft Azure, Data Visualization, Microsoft Excel, Internet Of Things, Cloud Storage, Data Storage Technologies, Data Import/Export, Data Pipelines

    4.5
    Rating, 4.5 out of 5 stars
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    85 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    C

    Copenhagen Business School

    AI and the Illusion of Intelligence

    Skills you'll gain: Artificial Intelligence, Large Language Modeling, Natural Language Processing, Theoretical Computer Science, Human Learning, Statistical Analysis, Artificial Neural Networks, Computational Thinking, Human Computer Interaction, Social Impact

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Coursera

    AI and European Union Law: Navigating Regulatory Compliance

    Skills you'll gain: Responsible AI, Legal Technology, Legal Research, Data Ethics, Law, Regulation, and Compliance, AI Workflows, General Data Protection Regulation (GDPR), Regulation and Legal Compliance, Business Process Automation, Workflow Management, Compliance Management, Automation, Legal Strategy, AI Enablement, Electronic Discovery, Productivity Software, Regulatory Requirements, Governance, Research, Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fundação Instituto de Administração

    Sales & Marketing Alignment

    Skills you'll gain: Sales Management, Sales Strategy, Sales, Conflict Management, Marketing, Marketing Planning, Strategic Marketing, Product Planning, Business Marketing, Organizational Strategy, Product Promotion, Cross-Functional Collaboration, Case Studies, Gap Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    84 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Washington

    머신 러닝: 회귀 모델

    Skills you'll gain: Model Evaluation, Regression Analysis, Supervised Learning, Machine Learning, Predictive Modeling, Applied Machine Learning, Feature Engineering, Data Preprocessing, Statistical Methods, Python Programming, Linear Algebra, Algorithms

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Introduction Course to Autoencoders, VAEs, and GANs

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Autoencoders, Deep Learning, Convolutional Neural Networks, Tensorflow, Unsupervised Learning, Dimensionality Reduction, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    NLP in Engineering: Concepts & Real-World Applications

    Skills you'll gain: Natural Language Processing, Embeddings, Model Evaluation, Data Ethics, Responsible AI, Deep Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Supervised Learning, Machine Learning Algorithms, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    DeepLearning.AI

    AI、機械学習、ディープラーニングのための TensorFlow 入門

    Skills you'll gain: Tensorflow, Computer Vision, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Skillshare

    Premiere Pro Pt. 1 — Getting Started & Editing Basics

    Skills you'll gain: Video Editing, Adobe Premiere, Post-Production, Timelines, Editing, File Management

    4.9
    Rating, 4.9 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    C

    Coursera

    Clean and analyze social media usage data with Python

    Skills you'll gain: Data Visualization, Matplotlib, Marketing Analytics, Web Scraping, Social Media Marketing, Python Programming, Social Media, Pandas (Python Package), Text Mining, Trend Analysis, Data Analysis, Data Wrangling, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter

    3.9
    Rating, 3.9 out of 5 stars
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    36 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    IE Business School

    Scale Up Your Startup

    Skills you'll gain: Growth Strategies, Diversity and Inclusion, Entrepreneurship, Governance, Performance Measurement, Team Building, Corporate Strategy, Talent Management, Business Risk Management, Key Performance Indicators (KPIs), Go To Market Strategy, Risk Management, Culture Transformation, Product Management, Case Studies, Sales Strategy, Product Development, Employee Retention, Operational Efficiency, Leadership

    4.4
    Rating, 4.4 out of 5 stars
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    29 reviews

    Intermediate · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular applied machine learning courses

  • Tinkering Fundamentals: Circuits: Exploratorium
  • Getting started with Azure IOT Hub: Coursera
  • AI and the Illusion of Intelligence: Copenhagen Business School
  • AI and European Union Law: Navigating Regulatory Compliance: Coursera
  • Sales & Marketing Alignment: Fundação Instituto de Administração
  • 머신 러닝: 회귀 모델: University of Washington
  • Introduction Course to Autoencoders, VAEs, and GANs: Simplilearn
  • NLP in Engineering: Concepts & Real-World Applications: Northeastern University
  • AI、機械学習、ディープラーニングのための TensorFlow 入門: DeepLearning.AI
  • Premiere Pro Pt. 1 — Getting Started & Editing Basics: Skillshare

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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